The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the West Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 22 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
Yorkshire / West Yorkshire
Rank 92 110 105
Rank change year-on-year
+18 -5
Contract jobs citing Data Cleansing 4 3 1
As % of all contract IT jobs located in West Yorkshire 0.28% 0.15% 0.057%
As % of the Processes & Methodologies category 0.33% 0.18% 0.067%
Number of daily rates quoted 3 3 1
Median daily rate £350 £350 £125
Median daily rate % change year-on-year
- +180.00%
UK excluding London median daily rate £378 £400 £370
% change year-on-year
-5.62% +8.10%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £13.50 -

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1213 1638 1495
As % of all contract IT jobs located in West Yorkshire 83.43% 82.69% 84.80%
Number of daily rates quoted 793 1123 1026
Median daily rate £405 £400 £388
Median daily rate % change year-on-year
+1.12% +3.22%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £550 £560 £550
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 29 36 34
Median hourly rate £13.00 £18.00 £18.00
Median hourly rate % change year-on-year
-27.77% -
90% offered a hourly rate of more than £8.82 £12.00 £11.25
10% offered a hourly rate of more than £27.31 £21.00 £36.00
UK excluding London median hourly rate £35.00 £40.00 £27.50
% change year-on-year
-12.50% +45.45%

Data Cleansing
Jobs Demand Trend in West Yorkshire

The demand trend of contract jobs across the West Yorkshire region citing Data Cleansing as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in West Yorkshire

Data Cleansing
Daily Rate Trend in West Yorkshire

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Cleansing across the West Yorkshire region.

Data Cleansing Daily Rate Trend in West Yorkshire

Data Cleansing
Hourly Rate Trend in West Yorkshire

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Cleansing across the West Yorkshire region.

Data Cleansing Hourly Rate Trend in West Yorkshire

Data Cleansing
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the West Yorkshire region over the 3 months to 22 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +3 4 £350 -
Data Cleansing
Yorkshire

Data Cleansing
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 22 February 2017, IT contractor jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the West Yorkshire region with a requirement for Data Cleansing.

1 5 (71.43%) Business Intelligence
1 5 (71.43%) Data Modelling
2 3 (42.86%) Banking
2 3 (42.86%) VBA
2 3 (42.86%) SAP
2 3 (42.86%) ActiveX
3 2 (28.57%) MS Excel
3 2 (28.57%) MS Access
3 2 (28.57%) Data Warehouse
3 2 (28.57%) ADO
3 2 (28.57%) VB
3 2 (28.57%) IBM
3 2 (28.57%) Microsoft
3 2 (28.57%) Informatica
3 2 (28.57%) Retail
3 2 (28.57%) Tandem
3 2 (28.57%) DAO
3 2 (28.57%) Data Analysis
3 2 (28.57%) Finance
3 2 (28.57%) Stakeholder Management
3 2 (28.57%) Retail Banking
3 2 (28.57%) User Acceptance Testing
3 2 (28.57%) Business Analysis
3 2 (28.57%) Data Architecture
3 2 (28.57%) Analytics
3 2 (28.57%) Analytical Skills
3 2 (28.57%) Logical Data Model
3 2 (28.57%) Physical Data Model
3 2 (28.57%) Database Theory
3 2 (28.57%) Information Exploitation

Data Cleansing
Top Related IT Skills in West Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 2 (28.57%) MS Excel
Database & Business Intelligence
1 2 (28.57%) Data Warehouse
1 2 (28.57%) MS Access
General
1 3 (42.86%) Banking
2 2 (28.57%) Finance
2 2 (28.57%) Retail
2 2 (28.57%) Retail Banking
Job Titles
1 3 (42.86%) Analyst
1 3 (42.86%) Developer
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) Data Analyst
3 1 (14.29%) Access Developer
3 1 (14.29%) Access VBA Developer
3 1 (14.29%) Banking Analyst
3 1 (14.29%) Business Analyst
3 1 (14.29%) Business Developer
3 1 (14.29%) Excel Developer
3 1 (14.29%) Excel VBA Developer
3 1 (14.29%) VBA Developer
Libraries, Frameworks & Software Standards
1 3 (42.86%) ActiveX
2 2 (28.57%) ADO
2 2 (28.57%) DAO
Miscellaneous
1 2 (28.57%) Analytical Skills
1 2 (28.57%) Tandem
2 1 (14.29%) Management Information System
Processes & Methodologies
1 5 (71.43%) Business Intelligence
1 5 (71.43%) Data Modelling
2 2 (28.57%) Analytics
2 2 (28.57%) Business Analysis
2 2 (28.57%) Data Analysis
2 2 (28.57%) Data Architecture
2 2 (28.57%) Data Governance
2 2 (28.57%) Database Theory
2 2 (28.57%) Information Exploitation
2 2 (28.57%) Logical Data Model
2 2 (28.57%) Physical Data Model
2 2 (28.57%) Stakeholder Engagement
2 2 (28.57%) Stakeholder Management
2 2 (28.57%) User Acceptance Testing
3 1 (14.29%) Business Analytics
3 1 (14.29%) Continuous Improvement
3 1 (14.29%) Data Mapping
3 1 (14.29%) Data Migration
3 1 (14.29%) Information Architecture
3 1 (14.29%) Root Cause Analysis
Programming Languages
1 3 (42.86%) VBA
2 2 (28.57%) VB
3 1 (14.29%) C
Quality Assurance & Compliance
1 2 (28.57%) Data Quality
2 1 (14.29%) IFRS
2 1 (14.29%) IFRS 9
Vendors
1 3 (42.86%) SAP
2 2 (28.57%) IBM
2 2 (28.57%) Informatica
2 2 (28.57%) Microsoft